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Wei, Wenjie
12 publications
ICML
2025
Adaptive Sensitivity Analysis for Robust Augmentation Against Natural Corruptions in Image Segmentation
Laura Yu Zheng
,
Wenjie Wei
,
Tony Wu
,
Jacob Clements
,
Shreelekha Revankar
,
Andre Harrison
,
Yu Shen
,
Ming Lin
ICML
2025
BSO: Binary Spiking Online Optimization Algorithm
Yu Liang
,
Yu Yang
,
Wenjie Wei
,
Ammar Belatreche
,
Shuai Wang
,
Malu Zhang
,
Yang Yang
IJCAI
2025
Binary Event-Driven Spiking Transformer
Honglin Cao
,
Zijian Zhou
,
Wenjie Wei
,
Yu Liang
,
Ammar Belatreche
,
Dehao Zhang
,
Malu Zhang
,
Yang Yang
,
Haizhou Li
NeurIPS
2025
Dendritic Resonate-and-Fire Neuron for Effective and Efficient Long Sequence Modeling
Dehao Zhang
,
Malu Zhang
,
Shuai Wang
,
Jingya Wang
,
Wenjie Wei
,
Zeyu Ma
,
Guoqing Wang
,
Yang Yang
,
Haizhou Li
ICLR
2025
QP-SNN: Quantized and Pruned Spiking Neural Networks
Wenjie Wei
,
Malu Zhang
,
Zijian Zhou
,
Ammar Belatreche
,
Yimeng Shan
,
Yu Liang
,
Honglin Cao
,
Jieyuan Zhang
,
Yang Yang
ICLR
2025
Quantized Spike-Driven Transformer
Xuerui Qiu
,
Malu Zhang
,
Jieyuan Zhang
,
Wenjie Wei
,
Honglin Cao
,
Junsheng Guo
,
Rui-Jie Zhu
,
Yimeng Shan
,
Yang Yang
,
Haizhou Li
CVPR
2025
Rethinking Spiking Self-Attention Mechanism: Implementing A-XNOR Similarity Calculation in Spiking Transformers
Yichen Xiao
,
Shuai Wang
,
Dehao Zhang
,
Wenjie Wei
,
Yimeng Shan
,
Xiaoli Liu
,
Yulin Jiang
,
Malu Zhang
NeurIPS
2025
S$^2$NN: Sub-Bit Spiking Neural Networks
Wenjie Wei
,
Malu Zhang
,
Jieyuan Zhang
,
Ammar Belatreche
,
Shuai Wang
,
Yimeng Shan
,
Hanwen Liu
,
Honglin Cao
,
Guoqing Wang
,
Yang Yang
,
Haizhou Li
AAAI
2025
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism
Yu Liang
,
Wenjie Wei
,
Ammar Belatreche
,
Honglin Cao
,
Zijian Zhou
,
Shuai Wang
,
Malu Zhang
,
Yang Yang
NeurIPS
2025
Unveiling the Spatial-Temporal Effective Receptive Fields of Spiking Neural Networks
Jieyuan Zhang
,
Xiaolong Zhou
,
Shuai Wang
,
Wenjie Wei
,
Hanwen Liu
,
Qian Sun
,
Malu Zhang
,
Yang Yang
,
Haizhou Li
NeurIPS
2024
Spike-Based Neuromorphic Model for Sound Source Localization
Dehao Zhang
,
Shuai Wang
,
Ammar Belatreche
,
Wenjie Wei
,
Yichen Xiao
,
Haorui Zheng
,
Zijian Zhou
,
Malu Zhang
,
Yang Yang
ICCV
2023
Temporal-Coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation
Wenjie Wei
,
Malu Zhang
,
Hong Qu
,
Ammar Belatreche
,
Jian Zhang
,
Hong Chen